scholarly journals Adaptasi dan Validasi Alat Ukur Perilaku Inovatif Karyawan

2020 ◽  
Vol 7 (1) ◽  
pp. 39-48
Author(s):  
Iffah Rosyiana ◽  
Fendy Suhariadi ◽  
Seger Handoyo ◽  
Fajrianthi Fajrianthi
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Goodness Of Fit ◽  
Sample Selection ◽  
Idea Generation ◽  
Sampling Technique ◽  
Measurement Model ◽  
Three Dimensions ◽  
Innovative Behavior ◽  
Confirmatory Factor

The growth of the hotel business is increasing, along with the development of tourism. This condition encourages hoteliers to compete to advance their business with a variety of service innovation processes. Therefore, it is essential to know and identify the innovative behavior of hospitality employees. This study aims to develop innovative employee behavior measurement tools. We used a quantitative study involving 143 sales marketing employees in hospitality as respondents. The sample selection uses a random sampling technique. The development of innovative behavioral questionnaires was revealed through three dimensions, namely the idea generation dimension, idea championing, and idea implementation. Data analysis used confirmatory factor analysis (CFA) with the help of Amos 22 software. The results of the study revealed that the innovative behavior measurement model met the goodness of fit criteria. These findings indicate that innovative behavior can be measured by the dimensions of idea generation, idea championing, and idea implementation. The results of this study also have implications for several hospitality practitioners to evaluate the innovative behavior of hospitality employees. Keywords: innovative behavior, scale adaptation, validity, Confirmatory Factor Analysis

Gauging the Auditory Dimensions of Dysarthric Impairment: Reliability and Construct Validity of the Bogenhausen Dysarthria Scales (BoDyS)

2017 ◽  
Vol 60 (6) ◽  
pp. 1516-1534 ◽  
Author(s):  
Wolfram Ziegler ◽  
Anja Staiger ◽  
Theresa Schölderle ◽  
Mathias Vogel
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Construct Validity ◽  
Convergent Validity ◽  
Goodness Of Fit ◽  
Discriminant Validity ◽  
Measurement Model ◽  
Interrater Agreement ◽  
Speech Impairment ◽  
Confirmatory Factor

Purpose Standardized clinical assessment of dysarthria is essential for management and research. We present a new, fully standardized dysarthria assessment, the Bogenhausen Dysarthria Scales (BoDyS). The measurement model of the BoDyS is based on auditory evaluations of connected speech using 9 scales (traits) assessed by 4 elicitation methods. Analyses of the BoDyS' reliability and construct validity were performed to test this model, with the aim of gauging the auditory dimensions of speech impairment in dysarthria. Method Interrater agreement was examined in 70 persons with dysarthria. Construct validity was examined in 190 persons with dysarthria using a multitrait-multimethod design with confirmatory factor analysis. Results Interrater agreement of < 1 on a 5-point scale was found in 91% of cases across listener pairs and scales. Average reliability was .85. Inspection of the multitrait-multimethod matrix pointed at a high convergent and discriminant validity. Modeling of the BoDyS trait and method factors using confirmatory factor analysis yielded high goodness of fit. Model coefficients confirmed high discriminant and convergent validity and revealed meaningful relationships between scales and methods. Conclusions The 9 auditory scales of the BoDyS provide a reliable and valid profile of dysarthric impairment. They permit standardized measurement of clinically relevant dimensions of dysarthric speech.

scholarly journals Adaptasi dan uji properti psikometrik The PERMA-Profiler pada orang Indonesia

2021 ◽  
Vol 10 (1) ◽  
pp. 81-103
Author(s):  
Diana Elfida ◽  
Mirra Noor Milla ◽  
Winarini Wilman D. Mansoer ◽  
Bagus Takwin
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Convergent Validity ◽  
Positive Emotion ◽  
Goodness Of Fit ◽  
Satisfaction With Life ◽  
Well Being ◽  
Measurement Model ◽  
Satisfaction With Life Scale ◽  
Confirmatory Factor

AbstractThe PERMA-Profiler is a well-being instrument which combines the hedonic and eudaimonic perspective of well-being. This instrument was developed based on well-being theory (Seligman, 2012) which explained well-being as a multidimensional construct, included positive emotion, engagement, relationship, meaning, and accomplishment (PERMA). This study aimed to adapt and examine the psychometric properties of the PERMA-Profiler in Indonesian people. The participants were 439 Indonesians, aged 17-63 years old (mean age = 30,82; SD = 10,00). Confirmatory Factor Analysis (CFA) was used to test the measurement model of PERMA. The result showed that the PERMA-Profiler met the goodness of fit criteria as a multi dimensional construct with five elements. Fourteen items have satisfactory factor loading. The PERMA-Profiler has good construct reliability as well as Cronbach’s alpha. The convergent validity was shown by the positive correlation between elements of PERMA with satisfaction with life scale (SWLS) and subjective happiness scale (SHS). In addition, the significant correlation between elements and each element with a total score proved the multidimensional nature of PERMA. The overall findings showed that the adaptation version of PERMA-Profiler have a good psychometric property and could be applied to Indonesian people.Keywords: confirmatory factor analysis; PERMA; reliability; validity; well-being   AbstrakThe PERMA-Profiler merupakan instrumen kebahagiaan yang memadukan perspektif hedonik dan eudaimonik untuk mengukur kebahagiaan. Instrumen ini mengacu pada well-being theory (M. E. P. Seligman, 2012) yang menjelaskan kebahagiaan sebagai konstruk multidimensi, meliputi positive emotion, engagement, relationship, meaning, dan accomplishment (PERMA). Penelitian ini bertujuan untuk mengadaptasi dan menguji properti psikometrik the PERMA-Profiler pada orang Indonesia. Partisipan berjumlah 439 orang Indonesia (pria = 108, wanita = 331) dan berusia antara 17- 63 tahun (usia rerata = 30,82 tahun; SD = 10,00). Confirmatory Factor Analysis (CFA) digunakan untuk menguji model pengukuran. Hasil CFA memperlihatkan the PERMA-Profiler memenuhi kriteria kecocokan model sebagai konstruk multidimensi yang terdiri dari lima elemen. Terdapat 14 dari 15 aitem yang valid. Keempatbelas aitem juga yang mengukur satu konstruk tunggal yaitu well-being. The PERMA-Profiler juga memperlihatkan reliabilitas komposit dan konsistensi internal yang memuaskan. Korelasi positif yang signifikan dengan pengukuran skala kepuasan hidup dan skala kebahagiaan umum menunjukkan PERMA-Profiler memenuhi validitas konvergen. Setiap dimensi berkorelasi signifikan satu sama lain dan dengan skor total. Temuan ini memperlihatkan hasil adaptasi the PERMA-Profiler memiliki properti psikometrik  yang bagus dan dapat diterapkan pada orang Indonesia.Kata Kunci: confirmatory factor analysis; kebahagiaan; PERMA; reliabilitas; validitas

scholarly journals A New Model of Green Purchase Intention and its Derivatives: Confirmatory Factor Analysis Validation of Constructs

2014 ◽  
Vol 6 (5) ◽  
pp. 261-268 ◽  
Author(s):  
Victoria Masi Haruna
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Purchase Intention ◽  
Convergent Validity ◽  
Government Regulation ◽  
Goodness Of Fit ◽  
Structural Model ◽  
Measurement Model ◽  
P Value ◽  
Confirmatory Factor

There are various research frameworks found in the extant literature on green purchase intention. However, there is limited and fragmented comprehensive green purchase intention model in previous studies. Furthermore, the predictor variables and their constructs were diverse and were not tested in Nigeria. This study intends to confirm a comprehensive structural model of purchase intention and validating the constructs in Nigeria. The framework consists of five exogenous predictors (perceived green knowledge, government regulation, perceived value, and price sensitivity, green availability) and four endogenous (green purchase intention, perceived behavior control, environmental consciousness and green trust) Over-all, 76-items measure the variables adapted meticulously from various validated instruments. The questionnaires were distributed to 130 Nigerians in UUM. A return of 104 questionnaires was collected representing 80% response rate. Analysis methods using descriptive statistics, reliability, confirmatory factor analysis (CFA) in AMOS were conducted. The CFA of individual construct establishes adequate goodness fit of p-value >0.05 and GFI of more than 0.90. The Cronbach alpha also shows values above 0.80 indicating reliable constructs. The measurement model of exogenous and endogenous constructs achieves goodness of fit, indicating convergent validity. The CFA of exogenous constructs (p-value= 0.325, GFI= 0.903 and RMSEA=0.025) and endogenous constructs (p-value= 0.135, GFI= 0.914 and RMSEA=0.045) show adequate goodness of fit indices. This study is limited to the Nigerian students in UUM only; therefore a study with larger sample is suggested. It implies that this study could provide better understanding of the term “green” among Nigerians. The study will be an impetus to upgrade government policy on green agenda and practitioners too will have insights on what marketing strategies to use in reaching out to potential consumers with green products. Previous studies lack holistic approach to green purchase intention model. The finding indicates that previous measurements could be adapted in Nigerian context.

scholarly journals Construct Validity of the Korean Dental Licensing Examination using Confirmatory Factor Analysis

2005 ◽  
Vol 2 ◽  
pp. 75
Author(s):  
Mi Kyoung Yim ◽  
Yoon Hee Kim
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Construct Validity ◽  
Latent Variables ◽  
Goodness Of Fit ◽  
Measurement Model ◽  
Confirmatory Factor ◽  
Medical Legislation ◽  
Licensing Examination ◽  
The Impact

Confirmatory factor analysis based on a measurement model of a structural equation model was used to test the construct validity of 13 subjects in the Korean Dental Licensing Examination (KDLE). The results of 1,086 examinees who wrote the KDLE in 2004 were analyzed. The thirteen subjects were classified into 62 major categories and 122 intermediate categories. There were 364 items. A hierarchical model was constructed, including major and intermediate categories. The impact of the variables was determined by the standardized regression coefficient that related latent and measured variables in the measurement model. The KDLE showed a high goodness-of-fit with a root mean square error of approximation of 0.030 and a non-normed fit index of 0.998. When the latent variables for the major and intermediate categories were analyzed, the standardized regression coefficients of all of the subjects, with the exception of Health and Medical Legislation, were significant. From the result, we concluded that the 13 subjects showed constructive validity. In addition, the study model and data were very compatible. The subject Health and Medical Legislation had a low explanatory impact with respect to testing the ability of dentists to perform their jobs. This study suggests that similar psychometric studies are needed before integrating or deleting subjects on the KDLE, and to improve item development.

scholarly journals Uji Validitas Konstruk Komitment Organisasi Dengan Metode Confirmatory Factor Analysis (CFA)

2018 ◽  
Vol 7 (2) ◽  
pp. 97-103
Author(s):  
Mizan Hasanah ◽  
Miftahuddin Miftahuddin
Keyword(s):  
Factor Analysis ◽  
Organizational Commitment ◽  
Confirmatory Factor Analysis ◽  
Affective Commitment ◽  
Measurement Model ◽  
Three Dimensions ◽  
Normative Commitment ◽  
Analysis Method ◽  
Continuance Commitment ◽  
Confirmatory Factor

Tujuan dari penelitian ini adalah untuk menguji validitas konstruk dari komitmen organisasi. Dalam penelitian ini, menggunakan tiga dimensi komitmen organisasi dari Allen & Meyer (1990) yaitu, komitmen afektif (affective commitment), komitmen berkelanjutan (continuance commitment) dan komitmen normatif (normative commitment) dengan jumlah total sebanyak 24 item. Sampel yang digunakan sebanyak 175 orang. Metode analisis faktor yang digunakan dalam penelitian ini adalah confirmatory factor analysis (CFA) dengan bantuan program lisrel 8.70 dalam pengolahan datanya. Berdasarkan perhitungan dengan metode CFA dapat disimpulkan bahwa semua dimensi memerlukan modifikasi model pengukuran untuk dapat memperoleh nilai fit. The purpose of this study is to examine the construct validity of organizational commitment. In this study, using three dimensions of organizational commitment from Allen & Meyer (1990), namely, affective commitment, continuance commitment and normative commitment with a total of 24 items. The sample used was 175 people. The factor analysis method used in this study is confirmatory factor analysis (CFA) with the help of the 8.70 lisrel program in processing the data. Based on calculations using the CFA method it can be concluded that all dimensions require modification of the measurement model to be able to obtain a fit value.

scholarly journals Confirmatory Factor Analysis of Knowledge, Attitude, and Behaviour Questionnaire towards Oral Health among Indian Adults

2021 ◽  
Vol 11 (4) ◽  
pp. 320
Author(s):  
Siddharthan Selvaraj ◽  
Nyi Nyi Naing ◽  
Nadiah Wan-Arfah ◽  
Somasundaram Prasadh
Keyword(s):  
Factor Analysis ◽  
Oral Health ◽  
Confirmatory Factor Analysis ◽  
Construct Validity ◽  
Goodness Of Fit ◽  
Factor Model ◽  
Measurement Model ◽  
Model Validity ◽  
Confirmatory Factor ◽  
Three Factor

Background: Oral health-related conditions are among the common conditions seen in adults in India. The usage of inappropriate measurement tools that are unvalidated may result in deceptive and imprecise findings that might lead to substandard plans for cessation programs and ineffectiveness. This study was conducted to validate a questionnaire that can assess the factor structure of knowledge, attitude, and behaviour towards oral health among adults in India by confirmatory factor analysis. Methods: Simple random sampling was conducted among adults in India. A total of 260 adults participated in this study. The knowledge, attitude, and behaviour (KAB) questionnaire on oral health was circulated among the adults who were willing to participate in the study after it was explained to them, and the questionnaires were retrieved once they completed. Software R version 3.6 was used to analyse the data of this study. Robust maximum likelihood was utilized for the assessment due to the violation of multivariate normality assumption. For attitude and behaviour domain, a three-factor model was used for measurement model validity and construct validity. Results: The confirmatory factor analysis of the three-factor model for the 26-item KAB questionnaire on oral health gave sufficient goodness-of-fit values and the measurement model exhibited ideal convergent and discriminant validity following model re-specification. The three-factor model was tested to obtain measurement model validity and construct validity for attitude and behaviour domains. The results of this study gave a statistically significant value (p < 0.001), with χ2 (df) values of 39 (7) and 28 (11) for attitude and behaviour domains, respectively. Conclusions: The KAB oral health questionnaire used in this study has a valid measurement model and reliable constructs. It was found to be an ideal tool to measure the KAB towards oral health among adults in India.

Confirmatory Factor Analysis of the Long and Short Forms of the Worry Domains Questionnaire

2009 ◽  
Vol 25 (4) ◽  
pp. 239-243
Author(s):  
Roberto Nuevo ◽  
Andrés Losada ◽  
María Márquez-González ◽  
Cecilia Peñacoba
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Factor Structure ◽  
Goodness Of Fit ◽  
Factorial Validity ◽  
Fit Indices ◽  
Short Forms ◽  
Confirmatory Factor ◽  
Positive Correlations ◽  
Future Work

The Worry Domains Questionnaire was proposed as a measure of both pathological and nonpathological worry, and assesses the frequency of worrying about five different domains: relationships, lack of confidence, aimless future, work, and financial. The present study analyzed the factor structure of the long and short forms of the WDQ (WDQ and WDQ-SF, respectively) through confirmatory factor analysis in a sample of 262 students (M age = 21.8; SD = 2.6; 86.3% females). While the goodness-of-fit indices did not provide support for the WDQ, good fit indices were found for the WDQ-SF. Furthermore, no source of misspecification was identified, thus, supporting the factorial validity of the WDQ-SF scale. Significant positive correlations between the WDQ-SF and its subscales with worry (PSWQ), anxiety (STAI-T), and depression (BDI) were found. The internal consistency was good for the total scale and for the subscales. This work provides support for the use of the WDQ-SF, and potential uses for research and clinical purposes are discussed.

512 Confirmatory Factor Analysis of the Sleep Inertia Questionnaire in a Clinical Sample with Sleep Disorders

SLEEP ◽  
2021 ◽  
Vol 44 (Supplement_2) ◽  
pp. A201-A202
Author(s):  
Kristina Puzino ◽  
Susan Calhoun ◽  
Allison Harvey ◽  
Julio Fernandez-Mendoza
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Construct Validity ◽  
Sleep Disorders ◽  
Goodness Of Fit ◽  
Criterion Validity ◽  
Clinical Samples ◽  
Sleep Inertia ◽  
Confirmatory Factor ◽  
Sensitivity Specificity

Abstract Introduction The Sleep Inertia Questionnaire (SIQ) was developed and validated in patients with mood disorders to evaluate difficulties with becoming fully awake after nighttime sleep or daytime naps in a multidimensional manner. However, few data are available regarding its psychometric properties in clinical samples with sleep disorders. Methods 211 patients (43.0±16.4 years old, 68% female, 17% minority) evaluated at the Behavioral Sleep Medicine (BSM) program of Penn State Health Sleep Research & Treatment Center completed the SIQ. All patients were diagnosed using ICSD-3 criteria, with 111 receiving a diagnosis of chronic insomnia disorder (CID), 48 of a central disorder of hypersomnolence (CDH), and 52 of other sleep disorders (OSD). Structural equation modelling was used to conduct confirmatory factor analysis (CFA) of the SIQ. Results CFA supported four SIQ dimensions of “physiological”, “cognitive”, “emotional” and “response to” (RSI) sleep inertia with adequate goodness-of-fit (TLI=0.90, CFI=0.91, GFI=0.85, RMSEA=0.08). Internal consistency was high (α=0.94), including that of its dimensions (physiological α=0.89, cognitive α=0.94, emotional α=0.67, RSI α=0.78). Dimension inter-correlations were moderate to high (r=0.42–0.93, p&lt;0.01), indicating good construct validity. Convergent validity showed moderate correlations with Epworth sleepiness scale (ESS) scores (r=0.38) and large correlations with Flinders fatigue scale (FFS) scores (r=0.65). Criterion validity showed significantly (p&lt;0.01) higher scores in subjects with CDH (69.0±16.6) as compared to those with CID (54.4±18.3) or OSD (58.5±20.0). A SIQ cut-off score ≥57.5 provided a sensitivity/specificity of 0.77/0.65, while a cut-off score ≥61.5 provided a sensitivity/specificity of 0.71/0.70 to identify CDH vs. ESS&lt;10 (AUC=0.76). Conclusion The SIQ shows satisfactory indices of reliability and construct validity in a clinically-diverse sleep disorders sample. Its criterion validity is supported by its divergent association with hypersomnia vs. insomnia disorders, as well as its adequate sensitivity/specificity to identify patients with CDH. The SIQ can help clinicians easily assess the complex dimensionality of sleep inertia and target behavioral sleep treatments. Future studies should confirm the best SIQ cut-off score by including good sleeping controls, while clinical studies should determine its minimal clinically important difference after pharmacological or behavioral treatments. Support (if any):

scholarly journals Development Instruments Through Confirmatory Factor Analysis (CFA) in Appropriate Intensity Assessment

2017 ◽  
Vol 12 (1) ◽  
pp. 13-19
Author(s):  
Ari Saptono
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Three Dimensions ◽  
Likelihood Method ◽  
Test Results ◽  
Validity And Reliability ◽  
Measurement Instruments ◽  
School Students ◽  
Multi Stage ◽  
Confirmatory Factor

The research aims to develop the valid and reliable measurement instruments of entrepreneurship intention in vocational secondary school students. Multi stage random sampling was used as the technique to determine sample (300 respondents). The research method used research and development with confirmatory factor analysis (CFA). Result of confirmatory factor analysis (CFA) at the second order with robust maximum likelihood method shows that valid and reliable instrument with the acquisition value of loading factor is more than 0.5 (> 0,5) and a significance value of t is more than 1,96 (> 1,96). Reliability test results shows that the value of the combined construct reliability (CR) of 0.97and a variance value extract (VE) to 0.52 is greater than the limit of acceptance CR ? 0.70 and VE ? 0.50. The conclusion of the measurement instruments of entrepreneurship intention with three dimensions and 31 items met the standards of validity and reliability in accordance with the instrument development process.

scholarly journals Assessing teacher leadership in physical education: the Spanish version of the transformational teaching questionnaire

2018 ◽  
Vol 34 (2) ◽  
pp. 405 ◽  
Author(s):  
Octavio Alvarez ◽  
Ines Tomas ◽  
Isaac Estevan ◽  
Javier Molina-García ◽  
Ana Queralt ◽  
...  
Keyword(s):  
Factor Analysis ◽  
Transformational Leadership ◽  
Physical Education ◽  
Confirmatory Factor Analysis ◽  
Goodness Of Fit ◽  
Leadership Theory ◽  
Spanish Version ◽  
Transformational Teaching ◽  
Confirmatory Factor ◽  
Gender Groups

<p>Drawing from the transformational leadership theory, this study aims to translate and analyse the psychometric properties of a Spanish version of the Transformational Teaching Questionnaire (TTQ).</p><p>A cohort sample of 2107 adolescents (997 males and 1110 females) from 82 secondary schools voluntarily participated in the research.</p><p>In Study 1 ((<em>n</em> = 1066), the exploratory factor analysis informed a one-factor solution. In Study 2  (<em>n</em> = 1041), the confirmatory factor analysis showed the single-factor and the four-factor models showed satisfactory and adequate goodness of fit indices, respectively. Confirmatory factor analysis demonstrated that the four-factor structure of transformational teaching with a high second-order factor, previously found in Canadian adolescents, was replicated in this study. Internal consistency was high in all subscales and in the total scale. The expected pattern of significant relationships with other variables was supported, and evidence of measurement invariance across gender groups was obtained.</p><p>This study provides evidence for the cross-cultural validation of the TTQ, a questionnaire designed to assess students’ perceptions of their teachers’ behaviours from the perspective of transformational leadership theory. These findings suggested that the Spanish version of TTQ would be useful for assessing transformational teaching in Spanish adolescents in physical education classes.</p>

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